Abstract: It is pointed out in this paper that the canonical representation must be considered in, multivariable system identification so as to avoid the rank-testing procedure. Otherwise there might exist the identifiability problem. Based on canonical VDE the innovation representation and the modified Durbin's algorithm is proposed. A simulation example of a three-input three-output system is provided to illustrate the effectiveness of proposed method.